Yonsei University

• PhD Candidate in Industrial Engineering, 2024–Present

Sookmyung Women's University

• BS in Mathematics, 2020–2024

• Linear Regression using R and ChatGPT, Institute of Data Science, Yonsei University (2025)

• Analysis of Variance using R and ChatGPT, Institute of Data Science, Yonsei University (2025)

• Python Programming and Web Crawling, Institute of Data Science, Yonsei University (2025)

• IBM Quantum Computing, Qiskit Global Summer School (2024)

• "Housing price estimation and reasoning based on a large language model", with Jung, L., Nam, S., An, S., & Ahn, K. Finance and Large Language Models (Book Chapter), Springer Nature, 27–45, 2025.

• "Aggregated hedonic dataset with a green index: Busan, South Korea", with An, S., Song, Y., Ahn, K. Data in Brief 57, 11109, 2024 (JCR 2024, Q3)

• Spatial appreciation of the floor plan complexity in housing price appraisal (R&R in Chaos, Solitons and Fractals)

• Survival of primary care institutions in South Korea: Size, specialty, and regional disparity (R&R in Humanities and Social Sciences Communications)

• Quantitative structure and sentiment of news articles on housing policies (Under Review in Humanities and Social Sciences Communications)

• Facial sentiment and verbal content in harmony: Evidence from policy announcement (Under Review in Humanities and Social Sciences Communications)

• Enhancing log-periodic power law model reliance with large language models: Insights from the REITs market

• Survival of dental care institutions in South Korea

• Factors of box office success: A network analysis of the Marvel Cinematic Universe

• Reaction of the South Korean real esate market to policy stance: Insights from the newspaper

Korean Data Science Consortium

• Future Research Award, Data Science Conference, 2024

Sookmyung Women's University

• Academic Excellence Award, Sookmyung Women's University, 2023

• Academic Excellence Award, Sookmyung Women's University, 2020

• Applied Economics, Applied Economics Letters, Cogent Economics and Finance, Computational Economics, Emerging Markets Review, Financial Innovation, Hummanities and Social Science Communications, Journal of Transport and Policy, PLoS ONE, Sustainable Futures

• Yonsei University: Prof. Kwangwon Ahn (Finance), Prof. Hyunsoo Yoon (AI)

• Glasgow Caledonian University: Prof. Hanwool Jang (Real Estate)

• Chonnam National University: Prof. Yena Song (Geography)

• Hankuk University of Foreign Studies: Prof. Sihyun An (Finance and AI)